An AI-powered developer tool that analyzes Python code, identifies security and quality issues, refactors the code, and generates technical documentation through a sequential multi-agent workflow.
I built a sequential multi-agent workflow where specialized AI agents handle different stages of the development process. The Scanner Agent audits the original Python code, the Refactor Agent improves the code based on the audit, and the Documentation Agent generates technical documentation.
AI Code Reviewer & Optimizer DemoAI Code Reviewer & Optimizer
THE SYSTEM, STEP BY STEP
System flow
01Python Code Input
→
02Scanner Agent
→
03Structured Audit Report
→
04Refactor Agent
→
05Documentation Agent
→
06Developer Results
Click Play a Run to follow the system from start to finish.
What it is
AI Code Reviewer & Optimizer is a developer-focused AI tool that turns Python code into a cleaner, safer, more maintainable, and better documented version. Users can paste Python code or upload a .py file and receive automated analysis through a sequential LangGraph multi-agent pipeline.
The problem it solves
Manual code reviews can be time-consuming, while security, quality, performance, and maintainability issues can be overlooked. Developers also need additional time to refactor code and create technical documentation.
How it works
Paste Python code for analysis
Upload .py files for analysis
Security vulnerability detection
Code quality and maintainability analysis
Performance and style analysis
Structured audit report and scoring
AI-powered Python code refactoring
Generated technical documentation
Original and refactored code comparison
Pipeline progress and analysis timer
Responsive developer dashboard
The engineering focus
I built a sequential multi-agent workflow where specialized AI agents handle different stages of the development process. The Scanner Agent audits the original Python code, the Refactor Agent improves the code based on the audit, and the Documentation Agent generates technical documentation.